Advantech RTX A2000 Embedded 8 GB vs AMD Radeon Instinct MI325X

Comparison of Advantech RTX A2000 Embedded 8 GB with 8 GB GDDR6 and 2,560 cores vs AMD Radeon Instinct MI325X with 288 GB HBM3e and 19,456 cores.

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Performance Rating

AMD Radeon Instinct MI325X outperforms Advantech RTX A2000 Embedded 8 GB by 1,932.52% in the overall GPU ARK performance rating

A100 A100
H200 H200
MI325X MI325X

Advantech RTX A2000 Embedded 8 GB

4.9

Advantech RTX A2000 Embedded 8 GB

4.9
RX 7900 XTX RX 7900 XTX
MI250 MI250
Instinct MI300X Instinct MI300X

AMD Radeon Instinct MI325X

100.0

AMD Radeon Instinct MI325X

100.0

Contents:

Memory ML Performance Compute Power Architecture & Compatibility ML Software Support Clocks & Performance Power Consumption Rendering Benchmarks Additional

Memory

Memory Size

8 GB
🔥 +3,500% 288 ГБ

Memory Type

GDDR6 HBM3e

Memory Bandwidth

192.0 GB/s
🔥 10.3 TB/s

Memory Bus Width

128 бит 8,192 бит

ML Performance

FP16 (Half Precision)

8.253 TFLOPS
🔥 +7,821% 653.7 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

8.253 TFLOPS
🔥 +890% 81.72 TFLOPS

FP64 (Double Precision)

0.129 TFLOPS
🔥 +63,249% 81.72 TFLOPS

CUDA Cores

2,560
🔥 +660% 19,456

RT Cores

🔥 20
No

Architecture & Compatibility

GPU Architecture

Ampere CDNA 3.0

SM (Streaming Multiprocessor)

🔥 20
No

PCIe Version

PCIe 4.0 x8 PCIe 5.0 x16

ML Software Support

CUDA Version

8.6 No

Clocks & Performance

Base Clock

🔥 +12% 1,117
1,000

Boost Clock

1,612
🔥 +30% 2,100

Memory Clock

1,500
🔥 +68% 2,525

Power Consumption

Recommended PSU

No 1400 W

Power Connector

None None

TDP/TGP

🔥 -94% 60 W
1000 W

Rendering

Texture Units (TMU)

80
🔥 +1,420% 1,216

ROP

🔥 20
No

L2 Cache

🔥 2 MB
16 MB

Benchmarks

MLPerf, llama2-70b-99.9 (Dummy)

3 596 tokens/s

MLPerf, llama2-70b-99.9 (fp8)

1 946 tokens/s

llama.cpp, llama-2-7b-Q4_0

22.4 tokens/s

MLPerf, mixtral-8x7b (fp8)

6 975 tokens/s

Additional

Slots

MXM Module OAM Module

Release Date

March 30, 2022 Oct. 12, 2024

Display Outputs

Portable Device Dependent
No outputs

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